Evolutionary Algorithm Based Techniques to Handle Big Data

Studies in Big Data - Techniques and Environments for Big Data Analysis ◽

10.1007/978-3-319-27520-8_7 ◽

2016 ◽

pp. 113-158 ◽

Author(s):

Ghosh Sanchita ◽

Desarkar Anindita

Keyword(s):

Big Data ◽

Evolutionary Algorithm

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An Evolutionary Algorithm for Big Data Multi-Class Classification Problems

Genetic and Evolutionary Computation - Genetic Programming Theory and Practice XIV ◽

10.1007/978-3-319-97088-2_11 ◽

2018 ◽

pp. 165-178 ◽

Author(s):

Michael F. Korns

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Classification Problems ◽

Multi Class Classification

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Study on the use of different quality measures within a multi-objective evolutionary algorithm approach for emerging pattern mining in big data environments

Big Data Analytics ◽

10.1186/s41044-018-0038-8 ◽

2019 ◽

Vol 4 (1) ◽

Author(s):

Ángel Miguel García-Vico ◽

Pedro González ◽

Cristóbal José Carmona ◽

María José del Jesus

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Pattern Mining ◽

Quality Measures ◽

Multi Objective ◽

Emerging Pattern

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E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments

Neurocomputing ◽

10.1016/j.neucom.2020.07.007 ◽

2020 ◽

Vol 415 ◽

pp. 60-73

Author(s):

Ángel Miguel García-Vico ◽

Francisco Charte ◽

Pedro González ◽

David Elizondo ◽

Cristóbal José Carmona

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Emerging Patterns

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An evolutionary algorithm for mining rare association rules: A Big Data approach

2017 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2017.7969547 ◽

2017 ◽

Author(s):

F. Padillo ◽

J.M. Luna ◽

S. Ventura

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Association Rules ◽

Rare Association

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Bi-clustering by Multi-objective Evolutionary Algorithm for Multimodal Analytics and Big Data

Multimodal Analytics for Next-Generation Big Data Technologies and Applications ◽

10.1007/978-3-319-97598-6_6 ◽

2019 ◽

pp. 125-150

Author(s):

Maryam Golchin ◽

Alan Wee-Chung Liew

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Multi Objective

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Combining multi-objective evolutionary algorithm with averaged one-dependence estimators for big data analytics

International Journal of Computational Intelligence Studies ◽

10.1504/ijcistudies.2018.090160 ◽

2018 ◽

Vol 7 (1) ◽

pp. 1 ◽

Author(s):

Mrutyunjaya Panda

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Data Analytics ◽

Big Data Analytics ◽

Multi Objective

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Combining multi-objective evolutionary algorithm with averaged one-dependence estimators for big data analytics

International Journal of Computational Intelligence Studies ◽

10.1504/ijcistudies.2018.10011244 ◽

2018 ◽

Vol 7 (1) ◽

pp. 1

Author(s):

Mrutyunjaya Panda

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Data Analytics ◽

Big Data Analytics ◽

Multi Objective

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Hybrid multi-objective evolutionary algorithm based on Search Manager framework for big data optimization problems

Applied Soft Computing ◽

10.1016/j.asoc.2019.105991 ◽

2020 ◽

Vol 87 ◽

pp. 105991 ◽

Author(s):

Yousef Abdi ◽

Mohammad-Reza Feizi-Derakhshi

Keyword(s):

Big Data ◽

Evolutionary Algorithm ◽

Optimization Problems ◽

Multi Objective ◽

Data Optimization

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Multiobjective Evolutionary Algorithm Based on Nondominated Sorting and Bidirectional Local Search for Big Data

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2017.2677939 ◽

2017 ◽

Vol 13 (4) ◽

pp. 1979-1988 ◽

Author(s):

Fan Lin ◽

Jiasong Zeng ◽

Jianbing Xiahou ◽

Beizhan Wang ◽

Wenhua Zeng ◽

...

Keyword(s):

Big Data ◽

Local Search ◽

Evolutionary Algorithm ◽

Multiobjective Evolutionary Algorithm ◽

Nondominated Sorting

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Materialized view selection using evolutionary algorithm for speeding up big data query processing

Journal of Intelligent Information Systems ◽

10.1007/s10844-017-0455-6 ◽

2017 ◽

Vol 49 (3) ◽

pp. 407-433 ◽

Author(s):

Rajib Goswami ◽

D. K Bhattacharyya ◽

Malayananda Dutta

Keyword(s):

Big Data ◽

Query Processing ◽

Evolutionary Algorithm ◽

View Selection ◽

Materialized View ◽

Materialized View Selection

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